Sentence examples for supervised approach from inspiring English sources

In this paper, we introduce a maximum-likelihood supervised approach for weighting composite protein networks for predicting protein complexes, called SWC (Supervised Weighting of Composite networks).

With a supervised approach, very good results can be achieved.

The transformation matrix W can be obtained using a non-supervised approach such as PCA, or using a supervised approach such as PLS [17].

In the supervised approach a classification model is typically trained based on labelled training documents.

As this is a supervised approach, the parameters of the model are estimated using reference videos.

✓   NRC Hashtag [33] Builds a lexicon dictionary using a Distant Supervised Approach.

Ando focused on a semi-supervised approach, alternating structure optimization.

Known aspects are provided as seeds to identify unknown aspects in a semi-supervised approach.

Compound features are learned in a weakly-supervised approach using a data mining algorithm.

Besic et al. [11] used a semi-supervised approach to realize the classification of hydrometeors.

In the pattern extraction step, user's participation can be required when applying a semi-supervised approach.